text classification

CAL-Log: Cost-Aware Active Learning with Logarithmic Cognitive Effort Modeling and Online Adaptation to Human Annotation Behavior ACL 2026 CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations EACL 2026 ChulaNLP at SemEval-2026 Task 6: A Hybrid BERT-LLM Framework for Political Response Clarity and Evasion Detection SemEval 2026 CLaC at SemEval-2026 Task 6: Response Clarity Detection in Political Discourse SemEval 2026 Corpus-Dependent Subcharacter Encoding via HMM-Guided Code Assignment ACL 2026 Council of LLMs: Evaluating Capability of Large Language Models to Annotate Propaganda EACL 2026 CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection EACL 2026 CRL-Prompt: Contrastive and Reinforcement Learning for Soft Prompt Tuning for Text Classification ACL 2026 CSECU-DSG at SemEval-2026 Task 10: Fine-Tuning DeBERTa Transformer Model for Conspiracy Detection SemEval 2026 DataBees at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 DEALT: LLM-driven Diversity-Enhanced Data Augmentation for Long-Tail Text Classification AAAI 2026 Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study EACL 2026 Detecting Winning Arguments with Large Language Models and Persuasion Strategies EACL 2026 DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance EACL 2026 Different Time, Different Language: Revisiting the Bias Against Non-Native Speakers in GPT Detectors EACL 2026 DigiS-FBK at SemEval-2026 Task 9: Multi-task Learning for Multilingual and Cross-cultural Polarization Classification SemEval 2026 Duluth at SemEval-2026 Task 6: DeBERTa with LLM-Augmented Data for Unmasking Political Question Evasions SemEval 2026 DUTH at SemEval-2026 Task 9: Joint Multilingual Fine-Tuning for Online Polarization Detection SemEval 2026 Enhancing Job Evaluation with Data Augmentation and Text Classification ACL 2026 Ensemble Diversity Optimization for Subjective Supervision UAI 2026 Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis EACL 2026 Exploring the Semantic Space of Second Language Learners EACL 2026 Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification JMLR 2026 FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning EACL 2026 From Classical to Contemporary: Evolutionary Analysis & Classification of Urdu Poetry EACL 2026